Griffin Fidel

Key Skills

Software

Remotasks

Top Subject Matter

Payroll Data

AI Model Training

General AI/ML Data Annotation

Top Data Types

Audio

Document

Text

Image

Top Task Types

Action Recognition

Audio Recording

Text Summarization

Translation/Localization

Classification

Data Collection

Freelancer Overview

Freelance Data Specialist (Papaya Global). Brings 5+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal, Proprietary Tooling, and Outlier. Education includes Papaya Global, Remote (2023) and Remote, Remotasks (2023). AI-training focus includes data types such as Document and Image and labeling workflows including Evaluation, Rating, and Classification.

Labeling Experience

AI Dataset Enhancement Project (Outlier)

ImageClassification

Led annotation for more than 10,000 image datasets aimed at improving a computer vision model’s performance. Developed a comprehensive quality assurance checklist that was adopted by the annotation team. Enhanced the accuracy of the computer vision model through high-quality labeling practices. • Oversaw large-scale image annotation project • Focused on model accuracy improvements • Created standardized QA procedures • Contributed to collaborative team workflow

Led annotation for more than 10,000 image datasets aimed at improving a computer vision model’s performance. Developed a comprehensive quality assurance checklist that was adopted by the annotation team. Enhanced the accuracy of the computer vision model through high-quality labeling practices. • Oversaw large-scale image annotation project • Focused on model accuracy improvements • Created standardized QA procedures • Contributed to collaborative team workflow

2024 - Present

AI Data Annotator (Outlier)

ImageClassification

Performed high-volume data annotation for AI training models, with a focus on both image and text classification tasks. Consistently met strict quality standards across a large volume of labeling assignments. Improved annotation guidelines in collaboration with team members to enhance overall quality. • Completed 500+ weekly annotation tasks • Focused on accuracy in image and text annotations • Enhanced labeling protocols • Supported AI training projects for model development

Performed high-volume data annotation for AI training models, with a focus on both image and text classification tasks. Consistently met strict quality standards across a large volume of labeling assignments. Improved annotation guidelines in collaboration with team members to enhance overall quality. • Completed 500+ weekly annotation tasks • Focused on accuracy in image and text annotations • Enhanced labeling protocols • Supported AI training projects for model development

2023 - Present

Freelance Data Specialist (Papaya Global)

Document

Collaborated on payroll data processing and validation for international clients, ensuring accuracy in dataset annotation. Streamlined workflows by implementing feedback to improve data annotation processes. Worked with cross-functional teams to troubleshoot and maintain data quality standards. • Processed and validated payroll datasets for accuracy • Enhanced annotation guidelines and workflows • Ensured client satisfaction through data quality • Contributed to remote international team projects

Collaborated on payroll data processing and validation for international clients, ensuring accuracy in dataset annotation. Streamlined workflows by implementing feedback to improve data annotation processes. Worked with cross-functional teams to troubleshoot and maintain data quality standards. • Processed and validated payroll datasets for accuracy • Enhanced annotation guidelines and workflows • Ensured client satisfaction through data quality • Contributed to remote international team projects

2023 - Present

Payroll Data Optimization (Papaya Global)

DocumentData Collection

Processed and cleaned payroll datasets for more than 50 international clients to support data validation for payroll optimization. Created reusable data validation templates used by the freelance annotation team. Reduced data processing errors by implementing systematic annotation and cleaning methods. • Managed large-scale document preparation and annotation • Developed reusable data validation frameworks • Enhanced payroll data optimization processes • Maintained accuracy in document annotation

Processed and cleaned payroll datasets for more than 50 international clients to support data validation for payroll optimization. Created reusable data validation templates used by the freelance annotation team. Reduced data processing errors by implementing systematic annotation and cleaning methods. • Managed large-scale document preparation and annotation • Developed reusable data validation frameworks • Enhanced payroll data optimization processes • Maintained accuracy in document annotation

2023 - 2023

Microtask Freelancer (Remotasks)

RemotasksImageClassification

Completed over 2,000 microtasks involving image tagging, text transcription, and data categorization to support AI and machine learning projects. Specialized in time-sensitive annotation projects for diverse data types. Utilized platform-specific tools to optimize and increase annotation efficiency. • Delivered all tasks ahead of deadlines • Trained in proprietary annotation tools • Focused on high client ratings for quality work • Managed a wide range of labeling tasks

Completed over 2,000 microtasks involving image tagging, text transcription, and data categorization to support AI and machine learning projects. Specialized in time-sensitive annotation projects for diverse data types. Utilized platform-specific tools to optimize and increase annotation efficiency. • Delivered all tasks ahead of deadlines • Trained in proprietary annotation tools • Focused on high client ratings for quality work • Managed a wide range of labeling tasks

2022 - 2023

Education

Work History